Alternatives and similar repositories for pFedSD:

Users that are interested in pFedSD are comparing it to the libraries listed below

• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆55Updated last year
• MMorafah / FLIS
  FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  ☆40Updated 2 years ago
• CGCL-codes / FedGKD
  ☆23Updated 2 years ago
• cugzj / KT-pFL
  ☆33Updated 3 years ago
• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆48Updated 3 months ago
• ZJU-DAI / Federated-Mutual-Learning
  ☆28Updated 4 years ago
• woodenchild95 / FL-Simulator
  Pytorch implementations of some general federated optimization methods.
  ☆39Updated 5 months ago
• rong-dai / DisPFL
  [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"
  ☆77Updated 2 years ago
• FangXiuwen / Robust_FL
  ☆47Updated 3 months ago
• Lee-Gihun / FedNTD
  (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
  ☆85Updated 2 years ago
• CityChan / Federated-Hyper-Knowledge-Distillation
  This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…
  ☆16Updated 3 weeks ago
• YongzheJia / FedLPS
  ☆11Updated last year
• meng1103 / Federated-Learning-Non-IID
  Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
  ☆25Updated 4 months ago
• morningD / FlexCFL
  FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.
  ☆48Updated 2 years ago
• KarhouTam / pFedLA
  PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning
  ☆87Updated last year
• ZhangLin-PKU / FedFTG
  ☆44Updated last year
• HongdaWu1226 / FedPNS
  ☆30Updated 2 years ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆62Updated 7 months ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆81Updated 8 months ago
• lebyni / PFA
  ☆35Updated 3 years ago
• KarhouTam / SCAFFOLD-PyTorch
  Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  ☆69Updated 2 years ago
• MMorafah / PACFL
  Official Code for PACFL AAAI 2023
  ☆41Updated last year
• chamathpali / FedSim
  Similarity Guided Model Aggregation for Federated Learning
  ☆24Updated 3 years ago
• Tzq2doc / FedMD
  FedMD: Heterogenous Federated Learning via Model Distillation
  ☆17Updated 5 years ago
• LipingYi / FedGH
  FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)
  ☆14Updated last year
• haozzh / FedCR
  ☆20Updated last year
• ycruan / FedSoft
  Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"
  ☆15Updated 2 years ago
• Yutong-Dai / FedNH
  Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
  ☆42Updated 2 years ago
• WenkeHuang / Pytorch_FedMD
  ☆74Updated 4 years ago
• mtang724 / Self-Balancing-Federated-Learning
  Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"
  ☆46Updated last year